Problem in the transient

[verzep]

Hi,

at first, I'd like to thank you for the nice code.

I think I found a small error at line 188:

transient = min(int(inputs.shape[1] / 10), 100)

this is always 0 (for 1-dimensional inputs) as the time the dimension in the inputs is the 0-th one. So I think it should be 0 instead of 1.

The funny thing is that the performance gets worse if you introduce a transient. This is weird.